Summary

DeepInfer supports NVIDIA SM100 GPUs and Huawei Ascend 950 NPUs, with optimisations for scheduling, speculative decoding and large-model execution. The release does not include DeepSeek’s full cache-management, prefill/decode-disaggregation or load-balancing stack.

Why it matters

Opening part of the serving stack gives researchers and infrastructure operators more visibility into how a major open-model provider handles high-volume inference while highlighting the limits of the release.

Sources